Learning-Based Nonparametric Image Super-Resolution

<p/> <p>We present a novel learning-based framework for zooming and recognizing images of digits obtained from vehicle registration plates, which have been blurred using an unknown kernel. We model the image as an undirected graphical model over image patches in which the compatibility f...

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Bibliographic Details
Main Authors: Gupta Mithun Das, Huang Thomas S, Petrovic Nemanja, Rajaram Shyamsundar
Format: Article
Language:English
Published: SpringerOpen 2006-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/ASP/2006/51306